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Taskmaster-1 Dataset.pdf

D19-1459.pdf

🔗 Source: aclanthology.org

📊 Size: 270 KB

👤 Author: Bill Byrne ; Karthik Krishnamoorthi ; Chinnadhurai Sankar ; Arvind Neelakantan ; Ben Goodrich ; Dani

⬇️ Downloads: 158

Summary

Taskmaster-1 is a dataset of 13,215 task-based dialogs in six domains, created using two procedures: a two-person "Wizard of Oz" approach and a "self-dialog" approach, with crowdsourced workers interacting with human operators or writing the entire dialog themselves. The dataset contains more realistic and diverse conversations than existing datasets, with dialogs labeled with simple API calls and arguments, allowing for a given model to interact with multiple services. Baseline models, including state-of-the-art neural seq2seq architectures, are presented, along with perplexity and BLEU scores, and qualitative human performance evaluations.

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Description

Taskmaster-1 is a dataset of 13,215 task-based dialogs in six domains, created using two procedures: a two-person "Wizard of Oz" approach and a "self-dialog"...

Technical Information

File Format: PDF
File Size: 270 KB
Pages: 10
Language: EN
Author: Bill Byrne ; Karthik Krishnamoorthi ; Chinnadhurai Sankar ; Arvind Neelakantan ; Ben Goodrich ; Dani
Total Downloads: 158
Last Updated: 2 hours ago

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This PDF document about Taskmaster-1 Dataset provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Taskmaster-1 Dataset.